Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9404187 0.9409428 0.9955704 0.9547922 NA
bt 0.7809984 0.9703739 0.7998816 0.4627020 NA
maxnet 0.6779388 0.9656584 0.7871046 0.4560067 NA
gam NA NA NA NA 0.1364028
glm NA NA NA NA 0.1595305

Variable Importance